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brevitas

Here are 8 public repositories matching this topic...

Xilinx / brevitas

Brevitas: neural network quantization in PyTorch

fpga deep-learning pytorch neural-networks xilinx quantization hardware-acceleration qat brevitas ptq

Updated Aug 28, 2026
Python

sefaburakokcu / quantized-yolov5

Low Precision(quantized) Yolov5

fpga yolov1 finn low-precision quantized-neural-networks pynq-z2 brevitas yolov5

Updated Mar 24, 2025
Python

sefaburakokcu / finn-quantized-classification

Low-Precision Neural Networks for Classification on PYNQ with FINN

deep-learning neural-network pytorch classification quantization xilinx-zynq finn brevitas quantization-aware-training

Updated Jun 18, 2022
Python

XBastille / tilecal-nn-signal-reconstruction

Offline pipeline for the 91-parameter quantised CNN which replaces Optimal Filtering in the ATLAS Tile Calorimeter readout at HL-LHC pile-up. Preprocessing, knowledge distillation, quantisation-aware training and firmware export via Brevitas, QONNX and hls4ml. GSoC 2026, CERN-HSF.

Updated Aug 28, 2026
Jupyter Notebook

EIS-Ressearch-Lab / LUT-MU

Mitigating scalability challenges in LUT-based neural networks via pruning optimisations

brevitas maddness

Updated Jun 21, 2026
Python

Aliasgharshinwari / finn-cnv-w1a1-pynq-z1

1-bit binarized CNN (CNV-W1A1) on PYNQ-Z1 via Brevitas + FINN: 1367 fps, 0 DSP, 531 fps/W measured on hardware

fpga zynq hls cnn pytorch vivado hardware-acceleration xnor-net cifar10 pynq-z1 finn quantized-neural-networks edge-ai brevitas binarized-neural-network

Updated Jul 25, 2026
Python

Ba1tu3han / Brevitas_Thesis

(1/3) Training and quantization of a neural network model in the master thesis.

neural-network quantization model-training onnx brevitas qonnx

Updated Jul 26, 2025
Python

Brevitas-ai / install-brevitas

Portable agent skill to install Brevitas (LLM metering/optimization gateway) from Claude Code, OpenAI agents, or any tool. Run /install-brevitas.

brevitas llm claude-code agent-skill

Updated Aug 15, 2026

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